Publications

2026

  1. arXiv
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    Scalable Self-Supervised Learning for Multiphase AC-OPF in Distribution Systems with Topology Reconfiguration
    Hoang T Nguyen, Shaohui Liu, Reetam Sen Biswas, and 4 more authors
    arXiv preprint arXiv:2608.25095, 2026
    arXiv

2025

  1. NeurIPS
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    FSNet: Feasibility-Seeking Neural Network for Constrained Optimization with Guarantees
    Hoang T. Nguyen and Priya L. Donti
    Neural Information Processing Systems, 2025
    arXiv Code

2024

  1. IEEE TPWRS
    Sample-Efficient Learning for a Surrogate Model of Three-Phase Distribution System
    Hoang T. Nguyen, Young-Jin Kim, and Dae-Hyun Choi
    IEEE Transactions on Power Systems, 2024
    arXiv HTML

2023

  1. IEEE TSG
    Distributionally robust safety filter for learning-based control in active distribution systems
    Hoang T. Nguyen and Dae-Hyun Choi
    IEEE Transactions on Smart Grid, 2023
    arXiv HTML
  2. IEEE ACCESS
    Safety-integrated online deep reinforcement learning for mobile energy storage system scheduling and volt/VAR control in power distribution networks
    Soi Jeon, Hoang T. Nguyen, and Dae-Hyun Choi
    IEEE Access, 2023
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  3. IEEE TSG
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    Distributionally robust model predictive control for smart electric vehicle charging station with V2G/V2V capability
    Hoang T. Nguyen and Dae-Hyun Choi
    IEEE Transactions on Smart Grid, 2023
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2022

  1. IEEE TSG
    Decentralized distributionally robust coordination between distribution system and charging station operators in unbalanced distribution systems
    Hoang T. Nguyen and Dae-Hyun Choi
    IEEE Transactions on Smart Grid, 2022
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  2. IEEE TSG
    Three-stage inverter-based peak shaving and Volt-VAR control in active distribution networks using online safe deep reinforcement learning
    Hoang T. Nguyen and Dae-Hyun Choi
    IEEE Transactions on Smart Grid, 2022
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2021

  1. GTSD
    On Robust Control of Permanent Magnet Synchronous Generators Using Robust Integral of Error Sign
    Hoang T. Nguyen, Hong Quang Nguyen, Phuong Nam Dao, and 1 more author
    In Computational Intelligence Methods for Green Technology and Sustainable Development: Proceedings of the International Conference GTSD2020 5, 2021
    HTML